Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	91.6 MiB
Average record size in memory	96.0 B

Variable types

Numeric	9
Categorical	2

Alerts

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`400kmDensity` is highly overall correlated with `SYM/H_INDEX_nT` and 5 other fields	High correlation
`SYM/H_INDEX_nT` is highly overall correlated with `400kmDensity`	High correlation
`1-M_AE_nT` is highly overall correlated with `SYM/H_INDEX_nT`	High correlation
`DAILY_SUNSPOT_NO_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`DAILY_F10.7_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`SOLAR_LYMAN-ALPHA_W/m^2` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`mg_index (core to wing ratio (unitless))` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`irradiance (W/m^2/nm)` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`storm` is highly overall correlated with `storm phase`	High correlation
`storm phase` is highly overall correlated with `storm`	High correlation
`storm` is uniformly distributed	Uniform
`SYM/H_INDEX_nT` has 28151 (2.8%) zeros	Zeros
`DAILY_SUNSPOT_NO_` has 249842 (25.0%) zeros	Zeros
`d_diff` has 15134 (1.5%) zeros	Zeros

Reproduction

Analysis started	2023-02-24 23:59:45.962966
Analysis finished	2023-02-25 00:00:39.270390
Duration	53.31 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

400kmDensity
Real number (ℝ)

Distinct	945437
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4484876 × 10^-12

Minimum	4.683731 × 10^-16
Maximum	2.4308 × 10^-11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	4.683731 × 10^-16
5-th percentile	1.9833396 × 10^-13
Q1	4.8059028 × 10^-13
median	9.31384 × 10^-13
Q3	1.8720472 × 10^-12
95-th percentile	4.5452104 × 10^-12
Maximum	2.4308 × 10^-11
Range	2.4307532 × 10^-11
Interquartile range (IQR)	1.391457 × 10^-12

Descriptive statistics

Standard deviation	1.4531059 × 10^-12
Coefficient of variation (CV)	1.0031883
Kurtosis	0
Mean	1.4484876 × 10^-12
Median Absolute Deviation (MAD)	5.5750415 × 10^-13
Skewness	0
Sum	1.4484876 × 10^-6
Variance	2.1115168 × 10^-24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.253446 × 10^-12	5	< 0.1%
2.023682 × 10^-12	5	< 0.1%
1.008295 × 10^-12	5	< 0.1%
1.371403 × 10^-12	4	< 0.1%
1.096027 × 10^-12	4	< 0.1%
1.13699 × 10^-12	4	< 0.1%
1.141231 × 10^-12	4	< 0.1%
1.223202 × 10^-12	4	< 0.1%
1.036332 × 10^-12	4	< 0.1%
1.012206 × 10^-12	4	< 0.1%
Other values (945427)	999957	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.683731 × 10^-16	1	< 0.1%
4.738029 × 10^-16	1	< 0.1%
8.853198 × 10^-16	1	< 0.1%
1.005823 × 10^-15	1	< 0.1%
1.211596 × 10^-15	1	< 0.1%
1.367567 × 10^-15	1	< 0.1%
1.420044 × 10^-15	1	< 0.1%
1.548175 × 10^-15	1	< 0.1%
1.739733 × 10^-15	1	< 0.1%
1.756266 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
2.4308 × 10^-11	1	< 0.1%
2.303079 × 10^-11	1	< 0.1%
2.122304 × 10^-11	1	< 0.1%
2.094839 × 10^-11	1	< 0.1%
2.056448 × 10^-11	1	< 0.1%
2.044702 × 10^-11	1	< 0.1%
1.949333 × 10^-11	1	< 0.1%
1.927607 × 10^-11	1	< 0.1%
1.909414 × 10^-11	1	< 0.1%
1.87444 × 10^-11	1	< 0.1%

SYM/H_INDEX_nT
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	515
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-10.740491

Minimum	-487
Maximum	143
Zeros	28151
Zeros (%)	2.8%
Negative	756961
Negative (%)	75.7%
Memory size	15.3 MiB

Quantile statistics

Minimum	-487
5-th percentile	-40
Q1	-17
median	-8
Q3	-1
95-th percentile	9
Maximum	143
Range	630
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	18.423993
Coefficient of variation (CV)	-1.7153772
Kurtosis	54.585679
Mean	-10.740491
Median Absolute Deviation (MAD)	8
Skewness	-4.2889191
Sum	-10740491
Variance	339.44354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3	37683	3.8%
-4	36641	3.7%
-2	36276	3.6%
-5	35874	3.6%
-7	35249	3.5%
-6	34858	3.5%
-1	34194	3.4%
-8	33897	3.4%
-9	32893	3.3%
-10	30821	3.1%
Other values (505)	651614	65.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-487	1	< 0.1%
-483	1	< 0.1%
-481	1	< 0.1%
-476	1	< 0.1%
-470	1	< 0.1%
-469	1	< 0.1%
-465	2	< 0.1%
-461	1	< 0.1%
-455	2	< 0.1%
-452	1	< 0.1%

Value	Count	Frequency (%)
143	1	< 0.1%
128	1	< 0.1%
127	1	< 0.1%
124	1	< 0.1%
122	1	< 0.1%
121	1	< 0.1%
115	1	< 0.1%
112	3	< 0.1%
110	1	< 0.1%
109	1	< 0.1%

1-M_AE_nT
Real number (ℝ)

Distinct	2023
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	169.02039

Minimum	1
Maximum	4174
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	1
5-th percentile	14
Q1	37
median	82
Q3	223
95-th percentile	602
Maximum	4174
Range	4173
Interquartile range (IQR)	186

Descriptive statistics

Standard deviation	208.21612
Coefficient of variation (CV)	1.2318994
Kurtosis	9.7044017
Mean	169.02039
Median Absolute Deviation (MAD)	57
Skewness	2.530692
Sum	1.6902039 × 10⁸
Variance	43353.954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32	9565	1.0%
27	9373	0.9%
30	9349	0.9%
33	9303	0.9%
31	9262	0.9%
35	9191	0.9%
29	9176	0.9%
28	9176	0.9%
34	9163	0.9%
36	9136	0.9%
Other values (2013)	907306	90.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	26	< 0.1%
2	173	< 0.1%
3	630	0.1%
4	1276	0.1%
5	2070	0.2%
6	2961	0.3%
7	3671	0.4%
8	4398	0.4%
9	5029	0.5%
10	5636	0.6%

Value	Count	Frequency (%)
4174	1	< 0.1%
3583	1	< 0.1%
3549	1	< 0.1%
3540	1	< 0.1%
3437	1	< 0.1%
3422	1	< 0.1%
3415	1	< 0.1%
3413	1	< 0.1%
3353	1	< 0.1%
3217	1	< 0.1%

DAILY_SUNSPOT_NO_
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	214
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.338448

Minimum	0
Maximum	281
Zeros	249842
Zeros (%)	25.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	30
Q3	71
95-th percentile	148
Maximum	281
Range	281
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	49.952263
Coefficient of variation (CV)	1.0779874
Kurtosis	1.4869828
Mean	46.338448
Median Absolute Deviation (MAD)	30
Skewness	1.3224454
Sum	46338448
Variance	2495.2286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	249842	25.0%
12	24673	2.5%
13	24244	2.4%
15	19578	2.0%
14	19161	1.9%
18	14520	1.5%
26	13626	1.4%
16	13575	1.4%
11	11936	1.2%
17	9989	1.0%
Other values (204)	598856	59.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	249842	25.0%
5	704	0.1%
6	1544	0.2%
7	3742	0.4%
8	3049	0.3%
9	4991	0.5%
10	8283	0.8%
11	11936	1.2%
12	24673	2.5%
13	24244	2.4%

Value	Count	Frequency (%)
281	279	< 0.1%
279	279	< 0.1%
270	291	< 0.1%
267	256	< 0.1%
263	256	< 0.1%
252	274	< 0.1%
250	518	0.1%
248	574	0.1%
247	541	0.1%
239	275	< 0.1%

DAILY_F10.7_
Real number (ℝ)

Distinct	927
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.671341

Minimum	65.1
Maximum	999.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	65.1
5-th percentile	67.5
Q1	71.2
median	84.2
Q3	109.9
95-th percentile	157.4
Maximum	999.9
Range	934.8
Interquartile range (IQR)	38.7

Descriptive statistics

Standard deviation	52.488133
Coefficient of variation (CV)	0.54295443
Kurtosis	195.02813
Mean	96.671341
Median Absolute Deviation (MAD)	14.7
Skewness	11.744705
Sum	96671341
Variance	2755.0041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69.3	8076	0.8%
68	7884	0.8%
69.5	7430	0.7%
69.8	7416	0.7%
68.8	7232	0.7%
67.4	6651	0.7%
67.8	6502	0.7%
70.3	6499	0.6%
69.1	6453	0.6%
69.6	6379	0.6%
Other values (917)	929478	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.1	265	< 0.1%
65.2	360	< 0.1%
65.5	346	< 0.1%
65.6	320	< 0.1%
65.8	684	0.1%
65.9	611	0.1%
66	1056	0.1%
66.1	1033	0.1%
66.2	2538	0.3%
66.3	2240	0.2%

Value	Count	Frequency (%)
999.9	2251	0.2%
275.4	266	< 0.1%
270.9	267	< 0.1%
267.6	252	< 0.1%
254	354	< 0.1%
246.9	291	< 0.1%
245.2	275	< 0.1%
242.6	281	< 0.1%
240.6	336	< 0.1%
232.8	285	< 0.1%

SOLAR_LYMAN-ALPHA_W/m^2
Real number (ℝ)

Distinct	1687
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0068046211

Minimum	0.00588
Maximum	0.009751
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.00588
5-th percentile	0.005982
Q1	0.006154
median	0.006554
Q3	0.007295
95-th percentile	0.008303
Maximum	0.009751
Range	0.003871
Interquartile range (IQR)	0.001141

Descriptive statistics

Standard deviation	0.00077343999
Coefficient of variation (CV)	0.11366393
Kurtosis	0.47633234
Mean	0.0068046211
Median Absolute Deviation (MAD)	0.0005
Skewness	1.0203737
Sum	6804.6211
Variance	5.9820942 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00602	3330	0.3%
0.006027	3217	0.3%
0.005978	2952	0.3%
0.006047	2933	0.3%
0.005991	2823	0.3%
0.006006	2794	0.3%
0.006071	2641	0.3%
0.006	2565	0.3%
0.006013	2552	0.3%
0.005999	2545	0.3%
Other values (1677)	971648	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00588	355	< 0.1%
0.005897	343	< 0.1%
0.005898	314	< 0.1%
0.005904	354	< 0.1%
0.005907	692	0.1%
0.005908	290	< 0.1%
0.005909	350	< 0.1%
0.00591	1125	0.1%
0.005912	271	< 0.1%
0.005913	351	< 0.1%

Value	Count	Frequency (%)
0.009751	285	< 0.1%
0.00974	281	< 0.1%
0.00972	274	< 0.1%
0.009662	291	< 0.1%
0.009581	245	< 0.1%
0.009577	279	< 0.1%
0.009555	335	< 0.1%
0.00954	349	< 0.1%
0.009511	360	< 0.1%
0.009483	256	< 0.1%

mg_index (core to wing ratio (unitless))
Real number (ℝ)

Distinct	2312
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26847511

Minimum	0.26295999
Maximum	0.28494
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.26295999
5-th percentile	0.26372999
Q1	0.2646745
median	0.26694756
Q3	0.27134403
95-th percentile	0.27767748
Maximum	0.28494
Range	0.02198001
Interquartile range (IQR)	0.00666953

Descriptive statistics

Standard deviation	0.0045568954
Coefficient of variation (CV)	0.016973251
Kurtosis	0.21803932
Mean	0.26847511
Median Absolute Deviation (MAD)	0.00263756
Skewness	1.0059587
Sum	268475.11
Variance	2.0765296 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.26708001	2652	0.3%
0.26403001	2432	0.2%
0.26418999	2343	0.2%
0.26532999	2317	0.2%
0.26469001	2214	0.2%
0.26475999	2166	0.2%
0.26370001	1940	0.2%
0.26559001	1887	0.2%
0.26697999	1869	0.2%
0.26363	1859	0.2%
Other values (2302)	978321	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.26295999	337	< 0.1%
0.26299	323	< 0.1%
0.26300001	348	< 0.1%
0.26304999	351	< 0.1%
0.26306999	341	< 0.1%
0.26308	360	< 0.1%
0.26309001	361	< 0.1%
0.26311001	354	< 0.1%
0.26312	280	< 0.1%
0.26313001	633	0.1%

Value	Count	Frequency (%)
0.28494	281	< 0.1%
0.28485999	285	< 0.1%
0.28428999	291	< 0.1%
0.28426999	274	< 0.1%
0.2841	279	< 0.1%
0.28386	335	< 0.1%
0.28376999	349	< 0.1%
0.28373272	361	< 0.1%
0.28373	313	< 0.1%
0.28360999	258	< 0.1%

irradiance (W/m^2/nm)
Real number (ℝ)

Distinct	3232
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0055002052

Minimum	0.0048730583
Maximum	0.0073493496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.0048730583
5-th percentile	0.0049224854
Q1	0.0050362838
median	0.0053156056
Q3	0.0058406205
95-th percentile	0.0066085062
Maximum	0.0073493496
Range	0.0024762913
Interquartile range (IQR)	0.00080433674

Descriptive statistics

Standard deviation	0.00054255913
Coefficient of variation (CV)	0.098643436
Kurtosis	0.21875877
Mean	0.0055002052
Median Absolute Deviation (MAD)	0.00035282597
Skewness	0.96712922
Sum	5500.2052
Variance	2.9437041 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00495163817	1040	0.1%
0.004914534744	1037	0.1%
0.00491212029	975	0.1%
0.004943745211	753	0.1%
0.00519876834	746	0.1%
0.004931729753	744	0.1%
0.004945786204	739	0.1%
0.004933540244	733	0.1%
0.005009988789	729	0.1%
0.004992022645	721	0.1%
Other values (3222)	991783	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004873058293	368	< 0.1%
0.004877128173	344	< 0.1%
0.004877185915	367	< 0.1%
0.004877588246	349	< 0.1%
0.004881324712	127	< 0.1%
0.004881698173	204	< 0.1%
0.004881755915	341	< 0.1%
0.00488556223	259	< 0.1%
0.004885710776	377	< 0.1%
0.004885739647	372	< 0.1%

Value	Count	Frequency (%)
0.007349349558	268	< 0.1%
0.00734248152	291	< 0.1%
0.007334709167	251	< 0.1%
0.007301890757	278	< 0.1%
0.007268224377	359	< 0.1%
0.007266042288	276	< 0.1%
0.007259562146	333	< 0.1%
0.007257604506	309	< 0.1%
0.007247306872	324	< 0.1%
0.007218547165	342	< 0.1%

storm
Categorical

HIGH CORRELATION UNIFORM

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

1	500000
-1	500000

Length

Max length	2
Median length	1.5
Mean length	1.5
Min length	1

Characters and Unicode

Total characters	1500000
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	500000	50.0%
-1	500000	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	1000000	66.7%
-	500000	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	66.7%
Dash Punctuation	500000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	500000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1500000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1000000	66.7%
-	500000	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1500000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1000000	66.7%
-	500000	33.3%

storm phase
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

-1	500000
2	302266
1	197734

Length

Max length	2
Median length	1.5
Mean length	1.5
Min length	1

Characters and Unicode

Total characters	1500000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
-1	500000	50.0%
2	302266	30.2%
1	197734	19.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	697734	69.8%
2	302266	30.2%

Most occurring characters

Value	Count	Frequency (%)
1	697734	46.5%
-	500000	33.3%
2	302266	20.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	66.7%
Dash Punctuation	500000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	697734	69.8%
2	302266	30.2%

Dash Punctuation

Value	Count	Frequency (%)
-	500000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1500000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	697734	46.5%
-	500000	33.3%
2	302266	20.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1500000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	697734	46.5%
-	500000	33.3%
2	302266	20.2%

d_diff
Real number (ℝ)

Distinct	836060
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6751977 × 10^-16

Minimum	-7.241425 × 10^-12
Maximum	8.884224 × 10^-12
Zeros	15134
Zeros (%)	1.5%
Negative	480932
Negative (%)	48.1%
Memory size	15.3 MiB

Quantile statistics

Minimum	-7.241425 × 10^-12
5-th percentile	-1.599511 × 10^-13
Q1	-3.5324325 × 10^-14
median	4.572 × 10^-16
Q3	3.70282 × 10^-14
95-th percentile	1.5546815 × 10^-13
Maximum	8.884224 × 10^-12
Range	1.6125649 × 10^-11
Interquartile range (IQR)	7.2352525 × 10^-14

Descriptive statistics

Standard deviation	1.6287274 × 10^-13
Coefficient of variation (CV)	972.25986
Kurtosis	0
Mean	1.6751977 × 10^-16
Median Absolute Deviation (MAD)	3.618725 × 10^-14
Skewness	0
Sum	1.6751977 × 10^-10
Variance	2.6527531 × 10^-26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15134	1.5%
-2.798 × 10^-15	11	< 0.1%
4.446 × 10^-14	10	< 0.1%
-3.7364 × 10^-14	9	< 0.1%
-5.95 × 10^-15	9	< 0.1%
2.4641 × 10^-14	9	< 0.1%
-1.3778 × 10^-14	9	< 0.1%
1.1588 × 10^-14	9	< 0.1%
1.0818 × 10^-14	9	< 0.1%
1.922 × 10^-14	9	< 0.1%
Other values (836050)	984782	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.241425 × 10^-12	1	< 0.1%
-7.0565975 × 10^-12	1	< 0.1%
-6.741441 × 10^-12	1	< 0.1%
-6.5239223 × 10^-12	1	< 0.1%
-6.439141 × 10^-12	1	< 0.1%
-6.4076746 × 10^-12	1	< 0.1%
-6.3749289 × 10^-12	1	< 0.1%
-6.30414298 × 10^-12	1	< 0.1%
-6.279092 × 10^-12	1	< 0.1%
-6.277296 × 10^-12	1	< 0.1%

Value	Count	Frequency (%)
8.884224 × 10^-12	1	< 0.1%
7.170111 × 10^-12	1	< 0.1%
7.04828 × 10^-12	1	< 0.1%
6.994028 × 10^-12	1	< 0.1%
6.896834 × 10^-12	1	< 0.1%
6.6253107 × 10^-12	1	< 0.1%
6.2697284 × 10^-12	1	< 0.1%
6.0630616 × 10^-12	1	< 0.1%
6.0403524 × 10^-12	1	< 0.1%
5.892845 × 10^-12	1	< 0.1%

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff	storm	storm phase
400kmDensity	1.000	-0.299	0.392	0.770	0.820	0.847	0.813	0.855	0.049	0.163	0.116
SYM/H_INDEX_nT	-0.299	1.000	-0.520	-0.169	-0.184	-0.199	-0.162	-0.200	-0.005	0.165	0.144
1-M_AE_nT	0.392	-0.520	1.000	0.309	0.328	0.345	0.286	0.352	0.008	0.216	0.155
DAILY_SUNSPOT_NO_	0.770	-0.169	0.309	1.000	0.934	0.905	0.892	0.893	0.010	0.220	0.161
DAILY_F10.7_	0.820	-0.184	0.328	0.934	1.000	0.955	0.938	0.949	0.010	0.064	0.057
SOLAR_LYMAN-ALPHA_W/m^2	0.847	-0.199	0.345	0.905	0.955	1.000	0.949	0.992	0.010	0.235	0.171
mg_index (core to wing ratio (unitless))	0.813	-0.162	0.286	0.892	0.938	0.949	1.000	0.941	0.008	0.199	0.144
irradiance (W/m^2/nm)	0.855	-0.200	0.352	0.893	0.949	0.992	0.941	1.000	0.010	0.251	0.183
d_diff	0.049	-0.005	0.008	0.010	0.010	0.010	0.008	0.010	1.000	0.054	0.038
storm	0.163	0.165	0.216	0.220	0.064	0.235	0.199	0.251	0.054	1.000	1.000
storm phase	0.116	0.144	0.155	0.161	0.057	0.171	0.144	0.183	0.038	1.000	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.345	0.309	0.740	0.452	0.821	0.793	0.829	0.206	0.202	0.058
SYM/H_INDEX_nT	-0.345	1.000	-0.548	-0.186	-0.125	-0.215	-0.182	-0.212	-0.294	-0.344	-0.003
1-M_AE_nT	0.309	-0.548	1.000	0.232	0.139	0.263	0.215	0.271	0.291	0.286	0.001
DAILY_SUNSPOT_NO_	0.740	-0.186	0.232	1.000	0.523	0.905	0.897	0.886	0.189	0.179	0.003
DAILY_F10.7_	0.452	-0.125	0.139	0.523	1.000	0.540	0.530	0.531	0.139	0.138	0.001
SOLAR_LYMAN-ALPHA_W/m^2	0.821	-0.215	0.263	0.905	0.540	1.000	0.962	0.989	0.215	0.206	0.003
mg_index (core to wing ratio (unitless))	0.793	-0.182	0.215	0.897	0.530	0.962	1.000	0.949	0.156	0.149	0.002
irradiance (W/m^2/nm)	0.829	-0.212	0.271	0.886	0.531	0.989	0.949	1.000	0.223	0.212	0.003
storm	0.206	-0.294	0.291	0.189	0.139	0.215	0.156	0.223	1.000	0.967	0.001
storm phase	0.202	-0.344	0.286	0.179	0.138	0.206	0.149	0.212	0.967	1.000	0.002
d_diff	0.058	-0.003	0.001	0.003	0.001	0.003	0.002	0.003	0.001	0.002	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.299	0.392	0.770	0.820	0.847	0.813	0.855	0.268	0.260	0.049
SYM/H_INDEX_nT	-0.299	1.000	-0.520	-0.169	-0.184	-0.199	-0.162	-0.200	-0.332	-0.413	-0.005
1-M_AE_nT	0.392	-0.520	1.000	0.309	0.328	0.345	0.286	0.352	0.321	0.325	0.008
DAILY_SUNSPOT_NO_	0.770	-0.169	0.309	1.000	0.934	0.905	0.892	0.893	0.214	0.195	0.010
DAILY_F10.7_	0.820	-0.184	0.328	0.934	1.000	0.955	0.938	0.949	0.229	0.209	0.010
SOLAR_LYMAN-ALPHA_W/m^2	0.847	-0.199	0.345	0.905	0.955	1.000	0.949	0.992	0.239	0.221	0.010
mg_index (core to wing ratio (unitless))	0.813	-0.162	0.286	0.892	0.938	0.949	1.000	0.941	0.178	0.161	0.008
irradiance (W/m^2/nm)	0.855	-0.200	0.352	0.893	0.949	0.992	0.941	1.000	0.244	0.225	0.010
storm	0.268	-0.332	0.321	0.214	0.229	0.239	0.178	0.244	1.000	0.945	0.005
storm phase	0.260	-0.413	0.325	0.195	0.209	0.221	0.161	0.225	0.945	1.000	0.005
d_diff	0.049	-0.005	0.008	0.010	0.010	0.010	0.008	0.010	0.005	0.005	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.206	0.266	0.576	0.615	0.646	0.605	0.656	0.219	0.201	0.035
SYM/H_INDEX_nT	-0.206	1.000	-0.365	-0.118	-0.125	-0.135	-0.110	-0.136	-0.274	-0.316	-0.004
1-M_AE_nT	0.266	-0.365	1.000	0.214	0.223	0.233	0.192	0.238	0.263	0.251	0.006
DAILY_SUNSPOT_NO_	0.576	-0.118	0.214	1.000	0.790	0.738	0.720	0.721	0.179	0.156	0.007
DAILY_F10.7_	0.615	-0.125	0.223	0.790	1.000	0.811	0.778	0.800	0.187	0.163	0.007
SOLAR_LYMAN-ALPHA_W/m^2	0.646	-0.135	0.233	0.738	0.811	1.000	0.802	0.926	0.195	0.172	0.007
mg_index (core to wing ratio (unitless))	0.605	-0.110	0.192	0.720	0.778	0.802	1.000	0.782	0.145	0.126	0.005
irradiance (W/m^2/nm)	0.656	-0.136	0.238	0.721	0.800	0.926	0.782	1.000	0.199	0.175	0.007
storm	0.219	-0.274	0.263	0.179	0.187	0.195	0.145	0.199	1.000	0.898	0.004
storm phase	0.201	-0.316	0.251	0.156	0.163	0.172	0.126	0.175	0.898	1.000	0.004
d_diff	0.035	-0.004	0.006	0.007	0.007	0.007	0.005	0.007	0.004	0.004	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	0.570	0.260	0.632	0.514	0.699	0.681	0.705	0.213	0.192	0.267
SYM/H_INDEX_nT	0.570	1.000	0.440	0.285	0.262	0.202	0.195	0.202	0.215	0.234	0.170
1-M_AE_nT	0.260	0.440	1.000	0.222	0.138	0.219	0.207	0.220	0.282	0.252	0.131
DAILY_SUNSPOT_NO_	0.632	0.285	0.222	1.000	0.688	0.881	0.856	0.850	0.287	0.261	0.122
DAILY_F10.7_	0.514	0.262	0.138	0.688	1.000	0.663	0.628	0.620	0.096	0.060	0.083
SOLAR_LYMAN-ALPHA_W/m^2	0.699	0.202	0.219	0.881	0.663	1.000	0.952	0.972	0.306	0.275	0.140
mg_index (core to wing ratio (unitless))	0.681	0.195	0.207	0.856	0.628	0.952	1.000	0.923	0.260	0.236	0.122
irradiance (W/m^2/nm)	0.705	0.202	0.220	0.850	0.620	0.972	0.923	1.000	0.327	0.293	0.141
storm	0.213	0.215	0.282	0.287	0.096	0.306	0.260	0.327	1.000	1.000	0.070
storm phase	0.192	0.234	0.252	0.261	0.060	0.275	0.236	0.293	1.000	1.000	0.064
d_diff	0.267	0.170	0.131	0.122	0.083	0.140	0.122	0.141	0.070	0.064	1.000

Heatmap
Table

	storm	storm phase
storm	1.000	1.000
storm phase	1.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
1042636	9.783691e-13	8.0	104.0	18.0	83.8	0.006378	0.265760	0.005130	1	1	-7.377590e-14
2328218	3.695517e-13	14.0	90.0	13.0	70.9	0.006461	0.264600	0.005246	1	1	-1.302370e-14
578076	2.030248e-12	-6.0	44.0	56.0	104.6	0.007056	0.269890	0.005738	1	1	1.958480e-13
553184	2.223924e-12	-9.0	153.0	51.0	94.8	0.007213	0.269000	0.005738	1	1	-1.001860e-13
1640552	6.336876e-12	-8.0	279.0	191.0	159.7	0.008543	0.277370	0.006733	1	1	1.055640e-13
155152	1.821567e-13	-1.0	6.0	0.0	71.1	0.005999	0.264499	0.004934	1	1	2.236150e-14
1559366	6.414709e-12	-63.0	368.0	71.0	123.0	0.007589	0.271860	0.006538	1	1	3.148940e-13
3535855	5.789215e-13	-14.0	9.0	11.0	66.2	0.006065	0.264393	0.004951	1	2	-1.539920e-14
749617	1.963698e-12	-3.0	362.0	65.0	104.8	0.007227	0.270080	0.005777	1	1	1.083300e-14
582492	2.222577e-12	-11.0	380.0	61.0	102.4	0.007043	0.269080	0.005689	1	2	7.883710e-13

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
956209	1.609940e-13	-6.0	40.0	0.0	68.1	0.005954	0.264121	0.004877	-1	-1	-1.597580e-14
3188832	4.319766e-13	-2.0	18.0	0.0	67.0	0.006093	0.264110	0.004962	-1	-1	-3.285600e-15
383063	9.469674e-13	6.0	148.0	97.0	105.9	0.007065	0.269760	0.005629	-1	-1	-2.240310e-14
101315	7.949391e-13	1.0	19.0	0.0	67.7	0.006007	0.263510	0.004970	-1	-1	2.958700e-15
3024272	1.352830e-12	0.0	81.0	29.0	81.9	0.006811	0.268060	0.005489	-1	-1	-1.864280e-13
2900183	1.776567e-12	13.0	59.0	87.0	123.7	0.007293	0.273832	0.005775	-1	-1	-6.539500e-14
688053	1.030874e-13	5.0	24.0	0.0	68.4	0.005952	0.263952	0.004898	-1	-1	-7.825600e-15
2538095	1.317815e-12	2.0	17.0	28.0	85.9	0.006648	0.268757	0.005350	-1	-1	-8.136000e-15
2975600	3.214464e-13	21.0	62.0	0.0	67.4	0.006133	0.263850	0.004984	-1	-1	-3.968670e-14
179173	3.281095e-12	-9.0	87.0	151.0	157.8	0.008192	0.275250	0.006818	-1	-1	-1.609610e-13

Most frequently occurring

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff	# duplicates
0	2.814039e-13	-8.0	30.0	0.0	66.6	0.00602	0.264457	0.004949	-1	-1	0.0	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring